Community
Practitioners and YouTubers upload POCs and videos. A badge system keeps openness from hurting trust: every POC is pinned to an exact model version, and points come only from independent reproduction or editor verification.
Badges
CommunitySubmitted, passes template and moderation checks
ReproducedAt least 2 other members re-ran it and got matching results
Editor-verifiedOur team re-ran it and confirmed the results
OutdatedA newer version of the model shipped; shown until re-run
Reproduce bounties
Re-run someone else's POC with matching results for +30 points. Paid bounties are funded by the platform, never vendors.
Opus 5.5 vs Opus 5 on our monorepo refactors — needs 2 more independent reproduction(s) on Direct API global
Long-context log triage on Vertex (demo) — needs 0 more independent reproduction(s) on Google Vertex AI asia-south1
Latest POCs and videos
Opus 5.5 vs Opus 5 on our monorepo refactors
- Version
- Claude Opus 5.5
claude-opus-5-5 - Where
- Direct API ·
global - Use case
- Coding
- Results
- 37/40 vs 36/40 (Opus 5), 21% lower cost.
- Cost
- $14.20
- Sponsorship
- None declared
Opus 5.5 migration walkthrough
- Version
- Claude Opus 5.5
claude-opus-5-5 - Where
- Direct API ·
global - Use case
- Coding
- Sponsorship
- None declared
Long-context log triage on Vertex (demo)
- Version
- Gemini Pro 3 (demo)
demo-gemini-pro-3 - Where
- Google Vertex AI ·
asia-south1 - Use case
- Long context
- Results
- Found root cause in 17 of 20 incidents.
- Cost
- $9.80
- Sponsorship
- None declared
Contract Q&A over 2,000 PDFs with pgvector + Sonnet 5
- Version
- Claude Sonnet 5
claude-sonnet-5 - Where
- Direct API ·
global - Use case
- RAG over documents
- Results
- 92% answer accuracy on 200 questions; 0.4% uncited claims.
- Cost
- $6.10
- Sponsorship
- None declared
Customer-support agent on Bedrock Mumbai with 12 tools
- Version
- Claude Opus 5
claude-opus-5 - Where
- AWS Bedrock ·
ap-south-1 - Use case
- Agents and tool use
- Results
- 81% fully resolved; median 6 tool calls.
- Cost
- $12.50
- Sponsorship
- None declared